Pyrolysis products from industrial waste biomass based on a neural network model

Preparation, modification and development of Ni-based catalysts for catalytic reforming of tar produced from biomass gasification

“…To demonstrate the promotion mechanism, the transient response tests using H 2 18 O over Ni/LaAlO 3 , Ni/Sr/ LaAlO 3 and Ni/La 0.7 Sr 0.3 AlO 3-δ were conducted. The results revealed that the 18 O products were only detected over the Ni/La 0.7 Sr 0.3 AlO 3-δ catalyst derived from the redox of lattice oxygen in the catalyst and H 2 18 O. Therefore, the lattice oxygen in the Sr modified Ni/LaAlO 3 catalyst Ni/La 0.7 Sr 0.3 AlO 3-δ worked as an active oxygen compound to promote the reforming of toluene and the suppression of carbon deposition [201][202][203].…”

“…In general, within the gasification process,, a series of reactions, such as cracking, reforming, condensation, polymerization, oxidation and gasification reactions, take place in the presence of air, steam and CO 2 [16,17]. The final products of the entire biomass gasification process contain synthetic gas (such as H 2 , CO, CO 2 and CH 4 ), condensable tar, and solid char [18].…”

Modeling of Bio-Oil Production by Pyrolysis of Woody Biomass: Artificial Neural Network Approach

“…Table 1a and Table 1b present the literature contributions in this field. The use of wood waste [15,[23][24][25][26] and agricultural residues [16,17,27,28] as feedstock are common in the literature due to its low market value and availability [29,30]. The related variables with output can be used to reach more accurate results.…”

Artificial neural network based modeling for the prediction of yield and surface area of activated carbon from biomass

“…Unlike a programmed model, an ANN model is a trained system that has adaptability and improved accuracy with updated data . It has been applied to predict the process parameters of biomass conversion such as oil extraction yields, kinetic parameters of pyrolysis, and selectivity of pyrolysis products . However, to the best of our knowledge, ANN has not been applied to the steam‐activation process to predict AC yield and surface area.…”